A Fuzzy Appraoch To Handwirtten Devanagari Character Recognition

ISBN-13: 9783659645754 / Angielski / Miękka / 2014 / 84 str.

Ramteke Surendra;Patil Nilima

Opis

The recognition of handwritten Devanagari character recognition is a vital research area in the domain of pattern recognition. Various approaches have been involved in the past decades and intensive research is still being carried out at present. Devanagari is an Indo Aryan language spoken by about 71 million people mainly in the Maharashtra, state of India. This book presents a comprehensive study on handwritten Devanagari character recognition. The proposed work based on hybrid feature extraction techniques which includes Moment invariant, affine moment invariant techniques and combination of both i.e. MI & AMI along with Box method and various morphological operations. Extracted feature from each sample proceed for classification using Fuzzy logic. The proposed techniques are independent of size, slant, orientation, translation & other variation in Devanagari handwritten character. This book may be very useful for researcher & academician working in the domain of handwritten character recognition.

O autorze

Surendra Ramteke received his BE & ME Degree from Sant Gadgebaba University,Amravati(MS)INDIA in 2002 & 2010.He is pursuing Ph.D.degree in Electronics Engg. from North Maharashtra University,Jalgaon.He is life member of ISTE.His research interest is in the domain of pattern recognition.Currently working as Asst Prof in E&TcDept at SSBTCOET Jalgaon.